activity
20042026
most citedPrincipal Component Analysis: A Natural Approach to Data Exploration

509 citations · 1.3k across the 43 of their papers we have counts for

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Showing 2015Show all

5 papers · 1 filter

physics.soc-ph2015★ 40 cited

Thermodynamic characterization of networks using graph polynomials

Cheng Ye, Cesar H. Comin, Thomas K. DM. Peron +5

In this paper, we present a method for characterizing the evolution of time-varying complex networks by adopting a thermodynamic representation of network structure computed from a…

physics.soc-ph2015★ 2 cited

A diffusion-based approach to obtaining the borders of urban areas

Cesar Henrique Comin, Filipi Nascimento Silva, Luciano da Fontoura Costa

The access to an ever increasing amount of information in the modern world gave rise to the development of many quantitative indicators about urban regions in the globe. Therefore,…

cs.SI2015★ 103 cited

Using network science and text analytics to produce surveys in a scientific topic

Filipi N. Silva, Diego R. Amancio, Maria Bardosova +2

The use of science to understand its own structure is becoming popular, but understanding the organization of knowledge areas is still limited because some patterns are only discov…

cs.CL2015★ 48 cited

Concentric network symmetry grasps authors' styles in word adjacency networks

Diego R. Amancio, Filipi N. Silva, Luciano da F. Costa

Several characteristics of written texts have been inferred from statistical analysis derived from networked models. Even though many network measurements have been adapted to stud…

physics.soc-ph2015★ 13 cited

Modular Dynamics of Financial Market Networks

Filipi N. Silva, Cesar H. Comin, Thomas K. DM. Peron +5

The financial market is a complex dynamical system composed of a large variety of intricate relationships between several entities, such as banks, corporations and institutions. At…